Embeddings via 9Router
decolua/9router
Generates vector embeddings through the 9Router /v1/embeddings endpoint, using models from providers such as OpenAI, Gemini, Mistral and Voyage for RAG and semantic search.
Delegate coding to OpenHands CLI (model-agnostic, LiteLLM). An agent skill from Luciole-Studio/Misaka-Agent.
$ npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent openhands --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands .claude/skills/openhands && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "openhands" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands into .claude/skills/openhands/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openhands", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/openhandsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent openhands --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands .agents/skills/openhands && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openhands" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands into .agents/skills/openhands/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openhands", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent openhands --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands .cursor/skills/openhands && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "openhands" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands into .cursor/skills/openhands/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openhands", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Luciole-Studio/Misaka-Agent.git --path misaka/core/skills/assets/optional/autonomous-ai-agents/openhands--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent openhands --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands .gemini/skills/openhands && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "openhands" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands into .gemini/skills/openhands/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openhands", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Luciole-Studio/Misaka-Agent openhandsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands .github/skills/openhands && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "openhands" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands into .github/skills/openhands/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openhands", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Luciole-Studio/Misaka-Agent openhands --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Luciole-Studio/Misaka-Agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands .opencode/skills/openhands && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "openhands" agent skill from https://github.com/Luciole-Studio/Misaka-Agent/tree/main/misaka/core/skills/assets/optional/autonomous-ai-agents/openhands into .opencode/skills/openhands/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openhands", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
openhandsDelegate coding to OpenHands CLI (model-agnostic, LiteLLM). An agent skill from Luciole-Studio/Misaka-Agent.
Openhands is an agent skill from Luciole-Studio/Misaka-Agent. Delegate coding to OpenHands CLI (model-agnostic, LiteLLM).
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Model routing and gateways. It works with OpenAI and OpenRouter. The repository describes itself as: A multi-agent research system for the humanities and social sciences. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit b94464a. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
uvpipFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
openrouter.aiAlso links to:
github.comdocs.openhands.devFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
LLM_API_KEYOPENROUTER_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Openhands loads about 2.1k tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 779 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Luciole-Studio/Misaka-Agent at commit b94464a, republished under its MIT licence (© Luciole-Studio). 779 words, ~2,070 tokens.
.claude/skills/openhands/SKILL.md (or your agent's skills folder).Delegate coding tasks to the OpenHands CLI via the terminal tool. OpenHands is model-agnostic: any LiteLLM-supported provider (OpenAI, Anthropic, OpenRouter, DeepSeek, Ollama, vLLM, etc.).
This skill is the headless-mode wrapper for batch / one-shot delegation. The interactive textual UI is not used from Hermes.
claude-code and codex are tied to one vendor.For Claude-native, prefer claude-code. For OpenAI-native, prefer codex. For Hermes-native subagents, use delegate_task.
Install upstream (requires Python 3.12+ and uv):
terminal(command="uv tool install openhands --python 3.12")Verify: openhands --version (currently OpenHands CLI 1.16.0 / SDK v1.21.0 at time of writing).
Pick a model and set env vars for --override-with-envs:
export LLM_MODEL=openrouter/openai/gpt-4o-mini # or any LiteLLM slug
export LLM_API_KEY=$OPENROUTER_API_KEY
export LLM_BASE_URL=https://openrouter.ai/api/v1 # omit for native OpenAILLM_MODEL uses LiteLLM's full slug. When the provider is OpenRouter the slug is doubly-prefixed: openrouter/<vendor>/<model> (e.g. openrouter/anthropic/claude-sonnet-4.5). For native Anthropic: anthropic/claude-sonnet-4-5. For native OpenAI: openai/gpt-4o-mini.
Suppress the startup banner so JSON output isn't preceded by ASCII art:
export OPENHANDS_SUPPRESS_BANNER=1Always invoke through the terminal tool. Always pass --headless --json --override-with-envs --exit-without-confirmation for automation.
terminal(
command="OPENHANDS_SUPPRESS_BANNER=1 LLM_MODEL=openrouter/openai/gpt-4o-mini LLM_API_KEY=$OPENROUTER_API_KEY LLM_BASE_URL=https://openrouter.ai/api/v1 openhands --headless --json --override-with-envs --exit-without-confirmation -t 'Add error handling to all API calls in src/'",
workdir="/path/to/project",
timeout=600
)terminal(command="<same as above>", workdir="/path/to/project", background=true, notify_on_complete=true)
process(action="poll", session_id="<id>")
process(action="log", session_id="<id>")OpenHands prints Conversation ID: <32-hex> and a Hint: openhands --resume <dashed-uuid> line at the end of each run. Use the dashed form to resume:
terminal(
command="OPENHANDS_SUPPRESS_BANNER=1 LLM_MODEL=... openhands --headless --json --override-with-envs --exit-without-confirmation --resume <dashed-uuid> -t 'Now fix the bug you found'",
workdir="/path/to/project"
)Verified against openhands --help (CLI 1.16.0). Anything not in this table is not a flag — pass it via env var or settings file.
| Flag | Effect |
|---|---|
--headless | No UI, requires -t or -f. Auto-approves all actions (no --llm-approve in this mode). |
--json | JSONL event stream (requires --headless). |
-t TEXT | Task prompt. |
-f PATH | Read task from file. |
--resume [ID] | Resume conversation. No ID → list recent. |
--last | Resume most recent (with --resume). |
--override-with-envs | Apply LLM_API_KEY / LLM_BASE_URL / LLM_MODEL env vars. Without this, OpenHands uses ~/.openhands/settings.json and ignores the env. |
--exit-without-confirmation | Don't show the "are you sure" exit dialog. |
--always-approve / --yolo | Auto-approve every action (default in --headless). |
--llm-approve | LLM-based security gate (interactive only — does NOT work in headless). |
--version / -v | Print version and exit. |
There is no --model, --max-iterations, --workspace, --sandbox, --sandbox-type flag. Model is LLM_MODEL. Workspace is the workdir you pass to the terminal tool. Sandbox / runtime is the RUNTIME and SANDBOX_VOLUMES env vars.
With --json --headless, OpenHands emits JSONL — one JSON object per line, plus a handful of non-JSON status lines (Initializing agent..., Agent is working, Agent finished, the final summary box, Goodbye!, Conversation ID:, Hint:). Filter for lines starting with {.
Top-level kind field discriminates events:
MessageEvent — user / agent text turn. source is user or agent.ActionEvent — agent picked a tool. Read tool_name (file_editor, terminal, finish) and action.kind (FileEditorAction, TerminalAction, FinishAction).ObservationEvent — tool result. observation.is_error is the success flag. source is environment.FinishAction inside an ActionEvent carries the agent's final message in action.message.The cli prints all stderr from LiteLLM/Authlib first — see Pitfalls. Parse only stdout, line by line, ignoring lines that don't start with {.
bedrock-runtime and sagemaker-runtime warnings to stderr because botocore isn't installed. Plus an Authlib deprecation. These are noise, not failures. Pipe stderr to /dev/null or filter it out before showing the user.OPENHANDS_SUPPRESS_BANNER=1, every run starts with a multi-line +--+ ASCII box advertising the SDK. Always export it.--override-with-envs is mandatory for automation. Without it, OpenHands ignores LLM_API_KEY / LLM_BASE_URL / LLM_MODEL and falls back to ~/.openhands/settings.json. On a fresh install this file doesn't exist and the CLI hangs waiting for first-run setup.openrouter/openai/gpt-4o-mini works; openai/gpt-4o-mini while pointed at OpenRouter does not. anthropic/claude-sonnet-4-5 (hyphen) is native Anthropic; openrouter/anthropic/claude-sonnet-4.5 (dot) is via OpenRouter. Get it wrong → cryptic LiteLLM 400.pip install openhands-ai is the wrong package. That's the legacy V0 SDK. The new CLI is uv tool install openhands --python 3.12. There is no maintained conda package.Conversation ID: f46573d9cfdb45e492ca189bde40019b (no dashes) and then a Hint: openhands --resume f46573d9-cfdb-45e4-92ca-189bde40019b (with dashes). Use the dashed form.--llm-approve. If you pass it, you get an argparse error. Headless mode hardcodes always-approve.[linux, macos] accordingly.~/.openhands/conversations/<id>/ accumulates. Each run persists a trajectory. Clean it up if running batches.uv tool install (isolated venv) to avoid dependency conflicts with the active project.terminal(
command="OPENHANDS_SUPPRESS_BANNER=1 LLM_MODEL=openrouter/openai/gpt-4o-mini LLM_API_KEY=$OPENROUTER_API_KEY LLM_BASE_URL=https://openrouter.ai/api/v1 openhands --headless --json --override-with-envs --exit-without-confirmation -t 'Print the string OPENHANDS_OK to stdout via the terminal tool.'",
workdir="/tmp",
timeout=120
)If the JSONL stream ends with a FinishAction whose action.message mentions OPENHANDS_OK, the install is working.
claude-code (Anthropic-only), codex (OpenAI-only), opencode (multi-provider via OpenCode), hermes-agent (Hermes subagents via delegate_task).© Luciole-Studio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in misaka/core/skills/assets/optional/autonomous-ai-agents/openhands of Luciole-Studio/Misaka-Agent.
Open the folder on GitHubat commit b94464a
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in Luciole-Studio/Misaka-Agent, which our catalogue first saw on October 7, 2026.
Openhands next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Openhands this skillLuciole-Studio/Misaka-Agent | 139 | 2 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Embeddings via 9Routerdecolua/9router | 30k | — | ~604 | Automated safety check: Pass | MIT | |
| Using Ccproxy Inspectorstarbaser/ccproxy | 350 | — | ~2.7k | Automated safety check: Pass | Custom licence | |
| LLM Routerjamesrochabrun/skills | 216 | 1 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Using Ccproxy APIstarbaser/ccproxy | 350 | — | ~4k | Automated safety check: Pass | Custom licence | |
| Mecatl Model Router Configstacklok/mecatl | 241 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 |
decolua/9router
Generates vector embeddings through the 9Router /v1/embeddings endpoint, using models from providers such as OpenAI, Gemini, Mistral and Voyage for RAG and semantic search.
starbaser/ccproxy
Operates the ccproxy inspector MITM system for intercepting, inspecting, and transforming LLM API traffic.
jamesrochabrun/skills
This skill should be used when users want to route LLM requests to different AI providers (OpenAI, Grok/xAI, Groq, DeepSeek, OpenRouter) using SwiftOpenAI-CLI.
starbaser/ccproxy
Guides users through ccproxy as an OpenAI-compatible and Anthropic-compatible LLM API server with SDK integration, OAuth authentication, sentinel key substitution, model routing, and troubleshooting.
stacklok/mecatl
Interviews you about provider, cost, openness and image needs, then designs the models section of a mecatl settings file with aliases, slots and router categories.
oxbshw/watch-skill
The user wants to connect an LLM or vision provider, already has an API key, asks "can I use OpenAI/Anthropic/Gemini/OpenRouter", wants local Ollama, or needs different cheap and strong models.
Luciole-Studio/Misaka-Agent
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Luciole-Studio/Misaka-Agent
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Luciole-Studio/Misaka-Agent
Drug discovery: ChEMBL search, drug-likeness, interactions. An agent skill from Luciole-Studio/Misaka-Agent.
Luciole-Studio/Misaka-Agent
Workout planning, macros, and body metrics via wger/USDA. An agent skill from Luciole-Studio/Misaka-Agent.
Luciole-Studio/Misaka-Agent
Render MP4/WebM videos from HTML compositions. An agent skill from Luciole-Studio/Misaka-Agent.
Luciole-Studio/Misaka-Agent
Follow the money via public records and sanctions data. An agent skill from Luciole-Studio/Misaka-Agent.
Works with
Categories
Delegate coding to OpenHands CLI (model-agnostic, LiteLLM). An agent skill from Luciole-Studio/Misaka-Agent. Openhands is an agent skill from Luciole-Studio/Misaka-Agent. Delegate coding to OpenHands CLI (model-agnostic, LiteLLM).
Openhands fits situations like: tasks that involve Model routing and gateways.
Run `npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a claude-code`. Or copy the skill folder (misaka/core/skills/assets/optional/autonomous-ai-agents/openhands in Luciole-Studio/Misaka-Agent) into .claude/skills/openhands in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a codex`. Or copy the skill folder (misaka/core/skills/assets/optional/autonomous-ai-agents/openhands in Luciole-Studio/Misaka-Agent) into .agents/skills/openhands in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Luciole-Studio/Misaka-Agent --skill openhands -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openhands, .gemini/skills/openhands, .github/skills/openhands and .opencode/skills/openhands in your project.
Going by SKILL.md and its folder, Openhands needs the command-line tools its instructions call (uv and pip) and credentials named LLM_API_KEY and OPENROUTER_API_KEY. Our summary lists: Python 3; A credential in LLM_API_KEY; A credential in OPENROUTER_API_KEY.
SKILL.md names 3 domains. In commands or code: openrouter.ai; the agent is likely to contact it when it follows the instructions. As links in the text: github.com and docs.openhands.dev. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Openhands is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Openhands: Embeddings via 9Router (decolua/9router, 30k stars), Using Ccproxy Inspector (starbaser/ccproxy, 350 stars), LLM Router (jamesrochabrun/skills, 216 stars) and Using Ccproxy API (starbaser/ccproxy, 350 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Luciole-Studio (a GitHub organization) maintains it in Luciole-Studio/Misaka-Agent, which has 139 GitHub stars. The repository holds 76 skills in this directory. The repository was last updated on October 8, 2026.
Source: Luciole-Studio/Misaka-Agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.